In this document, I explore how children’s use of “modes” differs across age groups. I focus here on Approach #1 from svd_approaches.Rmd: No mean-centering, characters as rows and capacities as columns.
I try out 2 different methods for combining these age groups:
- Treat the evaluations of a given character by each of the two age groups as if they were distinct “characters,” yielding 18 total characters instead of 9.
- Treat the evaluations of a given capacity by each of the two age groups as if they were distinct “capacities,” yielding 40 total capacities instead of 20.
It will be important to think through this using other “Approaches” (see svd_approaches.Rmd); this is a starting point.
As a reminder, in this study, 123 7- to 9-year-old and 124 4- to 6-year-old US children rated 9 characters (between-subjects) on 20 capacities (within subjects). (See Weisman, Dweck, & Markman, 2018, Proc. CogSci.)
Combination Method #1
Raw data matrix visualizations
Joining, by = c("character", "anger", "awareness", "choice", "depth", "embarrassment", "fatigue", "fear", "figuring_out", "guilt", "happiness", "hunger", "hurt_feelings", "love", "memory", "nausea", "pain", "pride", "sadness", "smell", "temperature")

SVD
Reconstructed data

Feature vectors

Singular values

Item vectors

Plotting in dimensions
Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Ignoring unknown aesthetics: x, y, label

Ignoring unknown aesthetics: x, y, label

Ignoring unknown aesthetics: x, y, label

Combination Method #2
Raw data matrix visualizations
Joining, by = c("character", "capacity", "mean_rating")

SVD
Reconstructed data

Feature vectors

Singular values

Item vectors

Plotting in dimensions
Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Joining, by = "item"
Column `item` joining factor and character vector, coercing into character vector

Ignoring unknown aesthetics: x, y, label

Ignoring unknown aesthetics: x, y, label

Ignoring unknown aesthetics: x, y, label




---
title: "Dimkid: SVD Combining Age Groups"
output:
  html_notebook:
    toc: true
    toc_float: true
    toc_depth: 3
---

```{r, include = F}
knitr::opts_chunk$set(echo = FALSE, message = FALSE)
```

```{r setup, include = F}
library(tidyverse)
library(rms)
library(psych)
```

```{r data, include = F}
source("scripts/import_data.R")
```
```{r functions, include = F}
source("scripts/make_functions_comb.R")
source("scripts/do_efa.R")
```

In this document, I explore how children's use of "modes" differs across age groups. I focus here on Approach #1 from `svd_approaches.Rmd`: No mean-centering, characters as rows and capacities as columns.

I try out 2 different methods for combining these age groups:

1. Treat the evaluations of a given character by each of the two age groups as if they were distinct "characters," yielding 18 total characters instead of 9.
2. Treat the evaluations of a given capacity by each of the two age groups as if they were distinct "capacities," yielding 40 total capacities instead of 20.

It will be important to think through this using other "Approaches" (see `svd_approaches.Rmd`); this is a starting point.

As a reminder, in this study, 123 7- to 9-year-old and 124 4- to 6-year-old US children rated 9 characters (between-subjects) on 20 capacities (within subjects). (See Weisman, Dweck, & Markman, 2018, _Proc. CogSci_.)


# Combination Method #1

## Raw data matrix visualizations

```{r, fig.width = 4, fig.asp = 1}
d_method1 <- d_79 %>%
  mutate(character = paste0(character, "_79")) %>%
  full_join(d_46 %>% mutate(character = paste0(character, "_46"))) %>%
  gather(capacity, mean_rating, -character) %>%
  mutate(character = factor(character,
                            levels = c("computer_79", "robot_79", "doll_79",
                                       "teddy_bear_79", "beetle_79", "bird_79",
                                       "mouse_79", "goat_79", "elephant_79",
                                       "computer_46", "robot_46", "doll_46",
                                       "teddy_bear_46", "beetle_46", "bird_46",
                                       "mouse_46", "goat_46", "elephant_46"))) %>%
  spread(capacity, mean_rating)

d_method1 %>%
  gather(capacity, mean_rating, -character) %>%
  mutate(age_group = factor(gsub("^.*_", "", character))) %>%
  ggplot(aes(x = capacity, y = character, fill = mean_rating)) +
  geom_tile(color = "black") +
  scale_fill_gradient(low = "black", high = "white", # limits = c(0, 1),
                      guide = guide_colorbar(barheight = 15)) +
  geom_hline(yintercept = 9.5, size = 1, color = "blue") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5),
        panel.grid = element_blank()) +
  labs(title = "Raw data: 4- to 9-year-old children",
       subtitle = "9 characters, 20 capacities",
       x = "Capacity", y = "Character",
       fill = "Mean Rating")
```

## SVD

```{r}
svd1.1_49 <- svd(d_method1 %>% column_to_rownames("character"), 
               nrow(d_79) + nrow(d_46), nrow(d_79) + nrow(d_46))
```

## Reconstructed data

```{r, fig.width = 4, fig.asp = 1}
plot_reconstruct_fun(svd1.1_49, "children_comb_char") +
  labs(title = "SVD: Children, 4-9y (Approach #1)",
       subtitle = "Reconstructed dataset: Sum of outer products (U, V) multiplied by S",
       x = "", y = "") +
  geom_hline(yintercept = 9.5, size = 1)
```

## Feature vectors

```{r, fig.width = 3, fig.asp = 1}
plot_U_fun(svd1.1_49, "children_comb_char") +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "U: Feature vectors (by mode)",
       # subtitle = "U x S: Feature vectors multiplied by singular value (by mode)",
       x = "", y = "") +
  geom_hline(yintercept = 9.5, size = 1)
```

## Singular values

```{r, fig.width = 3, fig.asp = 1}
plot_S_fun(svd1.1_49) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "S: Singular values (by mode)",
       x = "", y = "")
```

## Item vectors

```{r, fig.width = 3, fig.asp = 1}
plot_V_fun(svd1.1_49, "children_comb_char") +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "V: Item vectors (by mode)",
       # subtitle = "V x S: Item vectors multiplied by singular value (by mode)",
       x = "", y = "")
```

## Plotting in dimensions

```{r, fig.width = 4, fig.asp = 1}
plot_V_fun_item(svd1.1_49, "children_comb_char", efa_colors = TRUE, 
                modes = c("mode_01", "mode_02")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "V: Capacities in Modes 1 & 2",
       x = "Mode 1", y = "Mode 2")

plot_V_fun_item(svd1.1_49, "children_comb_char", efa_colors = TRUE,
                modes = c("mode_01", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "V: Capacities in Modes 1 & 3",
       x = "Mode 1", y = "Mode 3")

plot_V_fun_item(svd1.1_49, "children_comb_char", efa_colors = TRUE, 
                modes = c("mode_02", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "V: Capacities in Modes 2 & 3",
       x = "Mode 2", y = "Mode 3")
```

```{r, fig.width = 4, fig.asp = 1}
svd1.1_49_rect <- U_fun(svd1.1_49, "children_comb_char") %>%
  mutate(age_group = ifelse(grepl("79", property), "7-9y",
                            ifelse(grepl("46", property), "4-6y", NA)),
         property = gsub("_..$", "", property)) %>%
  spread(mode, value) %>%
  group_by(age_group) %>%
  summarise(min_01 = min(mode_01), max_01 = max(mode_01), 
            min_02 = min(mode_02), max_02 = max(mode_02),
            min_03 = min(mode_03), max_03 = max(mode_03)) %>%
  ungroup() %>%
  data.frame()

U_fun(svd1.1_49, "children_comb_char") %>%
  mutate(age_group = ifelse(grepl("79", property), "7-9y",
                            ifelse(grepl("46", property), "4-6y", NA)),
         property = gsub("_..$", "", property)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_01, y = mode_02, label = property, color = age_group)) +
  geom_rect(data = svd1.1_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_01, xmax = max_01, ymin = min_02, ymax = max_02,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point() +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "U: Characters in Modes 1 & 2",
       x = "Mode 1", y = "Mode 2", color = "Age Group", fill = "Age Group") #+
  # coord_equal()

U_fun(svd1.1_49, "children_comb_char") %>%
  mutate(age_group = ifelse(grepl("79", property), "7-9y",
                            ifelse(grepl("46", property), "4-6y", NA)),
         property = gsub("_..$", "", property)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_01, y = mode_03, label = property, color = age_group)) +
  geom_rect(data = svd1.1_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_01, xmax = max_01, ymin = min_03, ymax = max_03,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point() +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "U: Characters in Modes 1 & 3",
       x = "Mode 1", y = "Mode 3", color = "Age Group", fill = "Age Group") #+
  # coord_equal()

U_fun(svd1.1_49, "children_comb_char") %>%
  mutate(age_group = ifelse(grepl("79", property), "7-9y",
                            ifelse(grepl("46", property), "4-6y", NA)),
         property = gsub("_..$", "", property)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_02, y = mode_03, label = property, color = age_group)) +
  geom_rect(data = svd1.1_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_02, xmax = max_02, ymin = min_03, ymax = max_03,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point() +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #1)",
       subtitle = "U: Characters in Modes 2 & 3",
       x = "Mode 2", y = "Mode 3", color = "Age Group", fill = "Age Group") #+
  # coord_equal()
```


# Combination Method #2

## Raw data matrix visualizations

```{r, fig.width = 4, fig.asp = 0.5}
d_method2 <- d_79 %>%
  gather(capacity, mean_rating, -character) %>%
  mutate(capacity = paste0(capacity, "_79")) %>%
  full_join(d_46 %>%
              gather(capacity, mean_rating, -character) %>%
              mutate(capacity = paste0(capacity, "_46"))) %>%
  spread(capacity, mean_rating)

d_method2 %>%
  gather(capacity, mean_rating, -character) %>%
  mutate(capacity = factor(capacity,
                           levels = c("anger_79", "awareness_79", "choice_79", 
                                      "depth_79", "embarrassment_79", 
                                      "fatigue_79", "fear_79", 
                                      "figuring_out_79", "guilt_79", 
                                      "happiness_79", "hunger_79", 
                                      "hurt_feelings_79", "love_79", 
                                      "memory_79", "nausea_79", "pain_79", 
                                      "pride_79", "sadness_79", "smell_79", 
                                      "temperature_79", 
                                      "anger_46", "awareness_46", "choice_46", 
                                      "depth_46", "embarrassment_46", 
                                      "fatigue_46", "fear_46", 
                                      "figuring_out_46", "guilt_46", 
                                      "happiness_46", "hunger_46", 
                                      "hurt_feelings_46", "love_46", 
                                      "memory_46", "nausea_46", "pain_46", 
                                      "pride_46", "sadness_46", "smell_46", 
                                      "temperature_46"))) %>%
  mutate(age_group = factor(gsub("^.*_", "", capacity))) %>%
  ggplot(aes(x = capacity, y = character, fill = mean_rating)) +
  geom_tile(color = "black") +
  scale_fill_gradient(low = "black", high = "white", # limits = c(0, 1),
                      guide = guide_colorbar(barheight = 10)) +
  geom_vline(xintercept = 20.5, size = 1, color = "blue") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5),
        panel.grid = element_blank()) +
  labs(title = "Raw data: 4- to 9-year-old children",
       subtitle = "9 characters, 20 capacities",
       x = "Capacity", y = "Character",
       fill = "Mean Rating")
```

## SVD

```{r}
svd1.2_49 <- svd(d_method2 %>% column_to_rownames("character"), 
               nrow(d_79) + nrow(d_46), nrow(d_79) + nrow(d_46))
```

## Reconstructed data

```{r, fig.width = 4, fig.asp = 0.5}
plot_reconstruct_fun(svd1.2_49, "children_comb_cap") +
  labs(title = "SVD: Children, 4-9y (Approach #2)",
       subtitle = "Reconstructed dataset: Sum of outer products (U, V) multiplied by S",
       x = "", y = "") +
  geom_vline(xintercept = 20.5, size = 1) +
  guides(fill = guide_colorbar(barheight = 10))
```

## Feature vectors

```{r, fig.width = 3, fig.asp = 1}
plot_U_fun(svd1.2_49, "children_comb_cap") +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "U: Feature vectors (by mode)",
       # subtitle = "U x S: Feature vectors multiplied by singular value (by mode)",
       x = "", y = "")
```

## Singular values

```{r, fig.width = 3, fig.asp = 1}
plot_S_fun(svd1.2_49) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "S: Singular values (by mode)",
       x = "", y = "")
```

## Item vectors

```{r, fig.width = 3, fig.asp = 1}
plot_V_fun(svd1.2_49, "children_comb_cap", transpose = FALSE, multiply = FALSE) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Item vectors (by mode)",
       # subtitle = "V x S: Item vectors multiplied by singular value (by mode)",
       x = "", y = "") +
  geom_hline(yintercept = 20.5, size = 1)
```

## Plotting in dimensions

```{r, fig.width = 4, fig.asp = 1}
plot_V_fun_item(svd1.2_49, "children_comb_cap", efa_colors = TRUE, 
                modes = c("mode_01", "mode_02")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 1 & 2",
       x = "Mode 1", y = "Mode 2")

plot_V_fun_item(svd1.2_49, "children_comb_cap", efa_colors = TRUE,
                modes = c("mode_01", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 1 & 3",
       x = "Mode 1", y = "Mode 3")

plot_V_fun_item(svd1.2_49, "children_comb_cap", efa_colors = TRUE, 
                modes = c("mode_02", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 2 & 3",
       x = "Mode 2", y = "Mode 3")
```

```{r, fig.width = 4, fig.asp = 1}
svd1.2_49_rect <- V_fun(svd1.2_49, "children_comb_cap") %>%
  mutate(age_group = ifelse(grepl("79", item), "7-9y",
                            ifelse(grepl("46", item), "4-6y", NA)),
         item = gsub("_..$", "", item)) %>%
  spread(mode, value) %>%
  group_by(age_group) %>%
  summarise(min_01 = min(mode_01), max_01 = max(mode_01), 
            min_02 = min(mode_02), max_02 = max(mode_02),
            min_03 = min(mode_03), max_03 = max(mode_03)) %>%
  ungroup() %>%
  data.frame()

V_fun(svd1.2_49, "children_comb_cap") %>%
  mutate(age_group = ifelse(grepl("79", item), "7-9y",
                            ifelse(grepl("46", item), "4-6y", NA)),
         item = gsub("_..$", "", item)) %>%
  spread(mode, value) %>%
  full_join(efa_colors_79, by = c("item" = "capacity")) %>%
  ggplot(aes(x = mode_01, y = mode_02, label = item)) +
  geom_rect(data = svd1.2_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_01, xmax = max_01, ymin = min_02, ymax = max_02,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point(aes(color = factor, shape = age_group)) +
  scale_color_manual(values = c("#f8766d", "#00bfc4",
                                "#377eb8", "#4daf4a", "#e41a1c")) +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 1 & 2",
       x = "Mode 1", y = "Mode 2",
       color = "Age Group/Factor", fill = "Age Group", shape = "Age Group") #+
  # coord_equal()

V_fun(svd1.2_49, "children_comb_cap") %>%
  mutate(age_group = ifelse(grepl("79", item), "7-9y",
                            ifelse(grepl("46", item), "4-6y", NA)),
         item = gsub("_..$", "", item)) %>%
  spread(mode, value) %>%
  full_join(efa_colors_79, by = c("item" = "capacity")) %>%
  ggplot(aes(x = mode_01, y = mode_03, label = item)) +
  geom_rect(data = svd1.2_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_01, xmax = max_01, ymin = min_03, ymax = max_03,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point(aes(color = factor, shape = age_group)) +
  scale_color_manual(values = c("#f8766d", "#00bfc4",
                                "#377eb8", "#4daf4a", "#e41a1c")) +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 1 & 3",
       x = "Mode 1", y = "Mode 3",
       color = "Age Group/Factor", fill = "Age Group", shape = "Age Group") #+
  # coord_equal()

V_fun(svd1.2_49, "children_comb_cap") %>%
  mutate(age_group = ifelse(grepl("79", item), "7-9y",
                            ifelse(grepl("46", item), "4-6y", NA)),
         item = gsub("_..$", "", item)) %>%
  spread(mode, value) %>%
  full_join(efa_colors_79, by = c("item" = "capacity")) %>%
  ggplot(aes(x = mode_02, y = mode_03, label = item)) +
  geom_rect(data = svd1.2_49_rect,
            aes(x = NULL, y = NULL, label = NULL,
                xmin = min_02, xmax = max_02, ymin = min_03, ymax = max_03,
                color = age_group, fill = age_group, group = age_group), 
            alpha = 0.05) +
  geom_point(aes(color = factor, shape = age_group)) +
  scale_color_manual(values = c("#f8766d", "#00bfc4",
                                "#377eb8", "#4daf4a", "#e41a1c")) +
  scale_x_continuous(breaks = seq(-100, 100, .1)) +
  scale_y_continuous(breaks = seq(-100, 100, .1)) +
  ggrepel::geom_text_repel(show.legend = F, size = 3) +
  theme_minimal() +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "V: Capacities in Modes 2 & 3",
       x = "Mode 2", y = "Mode 3",
       color = "Age Group/Factor", fill = "Age Group", shape = "Age Group") #+
  # coord_equal()
```

```{r, fig.width = 4, fig.asp = 1}
plot_U_fun_prop(svd1.2_49, "children_comb_cap", 
                modes = c("mode_01", "mode_02")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "U: Characters in Modes 1 & 2",
       x = "Mode 1", y = "Mode 2")

plot_U_fun_prop(svd1.2_49, "children_comb_cap", 
                modes = c("mode_01", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "U: Characters in Modes 1 & 3",
       x = "Mode 1", y = "Mode 3")

plot_U_fun_prop(svd1.2_49, "children_comb_cap", 
                modes = c("mode_02", "mode_03")) +
  labs(title = "SVD: Children, 4-9y (Approach #1, Comb. Method #2)",
       subtitle = "U: Characters in Modes 2 & 3",
       x = "Mode 2", y = "Mode 3")
```


